{"id":"W4391714990","doi":"10.1016/j.ygyno.2024.02.003","title":"High grade adverse event reporting and enrolment in gynecologic oncology clinical trials","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Saskatchewan; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Clinical trial; Odds ratio; Adverse effect; Internal medicine; Odds; Gynecologic oncology; Oncology; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4597113,0.001801551,0.006480543,0.002512933,0.001181467,0.005025552,0.003776764,0.004622099,0.008731667],"category_scores_gemma":[0.6933253,0.001845435,0.007729523,0.004670213,0.006685193,0.007255603,0.004299198,0.01045629,0.0005926371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002715762,"about_ca_system_score_gemma":0.005212522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008857774,"about_ca_topic_score_gemma":0.001089154,"domain_scores_codex":[0.3796365,0.5664424,0.02493997,0.01607212,0.01036563,0.002543331],"domain_scores_gemma":[0.09368649,0.8347546,0.04016945,0.02643035,0.003140933,0.001818115],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1012956,0.001880879,0.274196,0.01904657,0.0465752,0.001333738,0.003839353,0.05557875,0.0008274623,0.1414796,0.02093231,0.3330145],"study_design_scores_gemma":[0.01557534,0.01337436,0.1047466,0.004065302,0.02012607,0.002199785,0.001133363,0.2827982,0.001813268,0.533619,0.02006317,0.0004854203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2700521,0.05766408,0.6227381,0.01931502,0.003122239,0.009926341,0.005394212,0.00114896,0.01063892],"genre_scores_gemma":[0.9324459,0.002413085,0.04923875,0.002546167,0.001141964,0.008313823,0.001401999,0.0001650885,0.002333171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5402887,"threshold_uncertainty_score":0.6662722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7534761201980854,"score_gpt":0.6731920710918551,"score_spread":0.08028404910623033,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}